diff --git a/.gitignore b/.gitignore
index f509a6b4334..bc43df63bfa 100644
--- a/.gitignore
+++ b/.gitignore
@@ -32,3 +32,5 @@ obspy/station/tests/images/testrun/
 obspy/imaging/tests/images/testrun/
 obspy/taup/tests/images/testrun/
 misc/docker_tests/temp/
+# Temporary dir for the anaconda builds.
+misc/installer/anaconda/conda_builds
diff --git a/misc/installer/anaconda/LinuxCondaBuilder_32bit/Dockerfile b/misc/installer/anaconda/LinuxCondaBuilder_32bit/Dockerfile
new file mode 100644
index 00000000000..39b1a09397c
--- /dev/null
+++ b/misc/installer/anaconda/LinuxCondaBuilder_32bit/Dockerfile
@@ -0,0 +1,20 @@
+FROM toopher/centos-i386:centos6
+
+MAINTAINER Lion Krischer
+
+# Can fail on occasion.
+RUN linux32 yum install -y gcc tar bzip2
+
+
+RUN linux32 curl http://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86.sh -o miniconda.sh
+RUN linux32 chmod +x miniconda.sh
+
+RUN linux32 ./miniconda.sh -b -p /miniconda
+
+RUN linux32 /miniconda/bin/conda update --yes conda
+RUN linux32 /miniconda/bin/conda install --yes conda-build binstar jinja2
+
+RUN linux32 mkdir -p /temporary/obspy
+COPY meta.yaml /temporary/obspy/meta.yaml
+
+RUN linux32 /miniconda/bin/conda build --py all /temporary/obspy
diff --git a/misc/installer/anaconda/LinuxCondaBuilder_64bit/Dockerfile b/misc/installer/anaconda/LinuxCondaBuilder_64bit/Dockerfile
new file mode 100644
index 00000000000..ce303eb1473
--- /dev/null
+++ b/misc/installer/anaconda/LinuxCondaBuilder_64bit/Dockerfile
@@ -0,0 +1,20 @@
+FROM centos:centos6
+
+MAINTAINER Lion Krischer
+
+# Can fail on occasion.
+RUN yum -y upgrade || true
+RUN yum install -y gcc tar bzip2
+
+RUN curl http://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -o miniconda.sh
+RUN chmod +x miniconda.sh
+
+RUN ./miniconda.sh -b -p /miniconda
+
+RUN /miniconda/bin/conda update --yes conda
+RUN /miniconda/bin/conda install --yes conda-build binstar jinja2
+
+RUN mkdir -p /temporary/obspy
+COPY meta.yaml /temporary/obspy/meta.yaml
+
+RUN /miniconda/bin/conda build --py all /temporary/obspy
diff --git a/misc/installer/anaconda/README.md b/misc/installer/anaconda/README.md
new file mode 100644
index 00000000000..162cbdbbe42
--- /dev/null
+++ b/misc/installer/anaconda/README.md
@@ -0,0 +1,53 @@
+# How to build (Ana)Conda packages
+
+Install the necessary tools with
+
+```bash
+$ conda install binstar conda-build
+```
+
+You also need to login to binstar once thus you need an account and you have to be part of the ObsPy organization on binstar.
+
+```bash
+$ binstar login
+```
+
+Once in a while its also a good idea to clean the `conda-bld` directory in the root conda path. `$ conda info` shows the location of that paths. Lots of things are cached there and if the version number of the conda package does not change it will reuse previously downloaded files.
+
+
+## For Linux Using Docker
+
+This must be done on a Linux with a fairly old `libc` version. We currently do it for `libc 2.12`, thus it is done in Docker containers.
+
+Make sure Docker is installed and running (also that some space is left on your disc or boot2docker's VM!). Execute
+
+```bash
+$ ./build_conda_packages_linux.sh
+```
+
+This will take a while but it will build packages for all Python versions on 64 and 32 bit. It will copy the final packages to `conda_builds` so as a last step you have to upload them from your local machine.
+
+```bash
+$ cd conda_builds
+$ binstar upload -u obspy linux-32/obspy*
+$ binstar upload -u obspy linux-64/obspy*
+```
+
+## For OSX
+
+On OSX just execute (from this directory)
+
+```bash
+$ conda build --py all obspy
+```
+
+Afterwards check (on of the last lines in the output) where the packages are stored and
+
+```bash
+$ cd /path/to/packages
+$ binstar upload -u obspy --channel docker obspy*
+```
+
+## For Windows
+
+Currently performed on AppVeyor using this: https://github.com/obspy/conda-builder
diff --git a/misc/installer/anaconda/build_conda_packages_linux.sh b/misc/installer/anaconda/build_conda_packages_linux.sh
new file mode 100755
index 00000000000..d7a2004b631
--- /dev/null
+++ b/misc/installer/anaconda/build_conda_packages_linux.sh
@@ -0,0 +1,32 @@
+DOCKER=`which docker.io || which docker`
+BUILD_DIR=conda_builds
+
+rm -rf $BUILD_DIR
+mkdir $BUILD_DIR
+
+# Dockerfiles only work with files in their directory structure
+cp obspy/meta.yaml LinuxCondaBuilder_32bit/meta.yaml
+cp obspy/meta.yaml LinuxCondaBuilder_64bit/meta.yaml
+
+
+ID=$RANDOM-$RANDOM-$RANDOM
+$DOCKER build -t temp:temp LinuxCondaBuilder_32bit
+# Ugly way to ensure a container is running to be able to copy something.
+$DOCKER run --name=$ID -d temp:temp python -c "import time; time.sleep(600)"
+$DOCKER cp $ID:/miniconda/conda-bld/linux-32 $BUILD_DIR
+$DOCKER stop -t 0 $ID
+$DOCKER rm $ID
+$DOCKER rmi temp:temp
+
+
+ID=$RANDOM-$RANDOM-$RANDOM
+$DOCKER build -t temp:temp LinuxCondaBuilder_64bit
+# Ugly way to ensure a container is running to be able to copy something.
+$DOCKER run --name=$ID -d temp:temp python -c "import time; time.sleep(600)"
+$DOCKER cp $ID:/miniconda/conda-bld/linux-64 $BUILD_DIR
+$DOCKER stop -t 0 $ID
+$DOCKER rm $ID
+$DOCKER rmi temp:temp
+
+rm -f LinuxCondaBuilder_32bit/meta.yaml
+rm -f LinuxCondaBuilder_64bit/meta.yaml
diff --git a/misc/installer/anaconda/obspy/bld.bat b/misc/installer/anaconda/obspy/bld.bat
deleted file mode 100644
index 87b1481d740..00000000000
--- a/misc/installer/anaconda/obspy/bld.bat
+++ /dev/null
@@ -1,8 +0,0 @@
-"%PYTHON%" setup.py install
-if errorlevel 1 exit 1
-
-:: Add more build steps here, if they are necessary.
-
-:: See
-:: http://docs.continuum.io/conda/build.html
-:: for a list of environment variables that are set during the build process.
diff --git a/misc/installer/anaconda/obspy/build.sh b/misc/installer/anaconda/obspy/build.sh
deleted file mode 100644
index 39de1908dd3..00000000000
--- a/misc/installer/anaconda/obspy/build.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-if [ -z "$OSX_ARCH" ]; then
-$PYTHON setup.py install
-else
-$PYTHON setup.py install
-fi
diff --git a/misc/installer/anaconda/obspy/meta.yaml b/misc/installer/anaconda/obspy/meta.yaml
index 5c4ff84b37e..f3a79632c29 100644
--- a/misc/installer/anaconda/obspy/meta.yaml
+++ b/misc/installer/anaconda/obspy/meta.yaml
@@ -1,70 +1,56 @@
+# See
+# http://docs.continuum.io/conda/build.html for
+# more information about meta.yaml
+
 package:
   name: obspy
-  version: !!str 0.10.0
+  version: "0.10.0rc1"
 
 source:
-  fn: taupy.zip
-  url: https://github.com/obspy/obspy/archive/taupy.zip
-#  patches:
-   # List any patch files here
-   # - fix.patch
-
-# build:
-  #preserve_egg_dir: True
-  #entry_points:
-    # Put any entry points (scripts to be generated automatically) here. The
-    # syntax is module:function.  For example
-    #
-    # - obspy = obspy:main
-    #
-    # Would create an entry point called obspy that calls obspy.main()
-
-
-  # If this is a new build for the same version, increment the build
-  # number. If you do not include this key, it defaults to 0.
-  # number: 1
+  fn: obspy-master.zip
+  url: https://github.com/obspy/obspy/archive/master.zip
+  # alternatively we can use a local path, however this fails with
+  # shutil.Error: [('/path/to/obspy/misc/docs/source/tutorial/ObsPyTutorial.pdf',
+  # '/path/to/miniconda3/conda-bld/work/misc/docs/source/tutorial/ObsPyTutorial.pdf',
+  # "[Errno 2] No such file or directory: '/path/to/obspy/misc/docs/source/tutorial/ObsPyTutorial.pdf'")]
+  #path: ../../../..
+
+build:
+  number: 0
+  script: python setup.py install
 
 requirements:
   build:
     - python
-    - numpy
     - setuptools
+    - future
+    - numpy
+    - mock  # [py2k]
     - scipy
-    - lxml
     - matplotlib
-    - future
+    - lxml
     - sqlalchemy
+    - argparse # [py26]
+    - flake8
   run:
     - python
-    - numpy
     - setuptools
+    - future
+    - numpy
+    - mock  # [py2k]
     - scipy
-    - lxml
     - matplotlib
-    - future
+    - lxml
     - sqlalchemy
+    - argparse # [py26]
+    - flake8
 
 test:
-  # Python imports
   imports:
     - obspy
-
-  #commands:
-    # You can put test commands to be run here.  Use this to test that the
-    # entry points work.
-
-
-  # You can also put a file called run_test.py in the recipe that will be run
-  # at test time.
-
-  # requires:
-    # Put any additional test requirements here.  For example
-    # - nose
+    - obspy.mseed
 
 about:
-  home: http://www.obspy.org
-  license: GNU Library or Lesser General Public License (LGPL)
-
-# See
-# http://docs.continuum.io/conda/build.html for
-# more information about meta.yaml
+  home: http://obspy.org
+  license: LGPLv3
+  summary: "ObsPy: A Python Toolbox for seismology/seismological observatories."